Continual learning for anomaly detection in surveillance videos K Doshi, Y Yilmaz Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 116 | 2020 |
Any-shot sequential anomaly detection in surveillance videos K Doshi, Y Yilmaz Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 86 | 2020 |
Online anomaly detection in surveillance videos with asymptotic bound on false alarm rate K Doshi, Y Yilmaz Pattern Recognition 114, 107865, 2021 | 82 | 2021 |
Timely detection and mitigation of stealthy DDoS attacks via IoT networks K Doshi, Y Yilmaz, S Uludag IEEE Transactions on Dependable and Secure Computing 18 (5), 2164-2176, 2021 | 68 | 2021 |
Road damage detection using deep ensemble learning K Doshi, Y Yilmaz 2020 IEEE International Conference on Big Data (Big Data), 5540-5544, 2020 | 58 | 2020 |
Fast unsupervised anomaly detection in traffic videos K Doshi, Y Yilmaz Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 54 | 2020 |
Rethinking video anomaly detection-a continual learning approach K Doshi, Y Yilmaz Proceedings of the IEEE/CVF winter conference on applications of computer …, 2022 | 37 | 2022 |
An efficient approach for anomaly detection in traffic videos K Doshi, Y Yilmaz Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 24 | 2021 |
Reward once, penalize once: Rectifying time series anomaly detection K Doshi, S Abudalou, Y Yilmaz 2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022 | 20* | 2022 |
Federated learning-based driver activity recognition for edge devices K Doshi, Y Yilmaz Proceedings of the IEEE/CVF Conference on computer Vision and Pattern …, 2022 | 18 | 2022 |
Real-time detection and classification of power quality disturbances M Mozaffari, K Doshi, Y Yilmaz Sensors 22 (20), 7958, 2022 | 17 | 2022 |
A modular and unified framework for detecting and localizing video anomalies K Doshi, Y Yilmaz Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2022 | 15 | 2022 |
Towards interpretable video anomaly detection K Doshi, Y Yilmaz Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023 | 14 | 2023 |
Online multivariate anomaly detection and localization for high-dimensional settings M Mozaffari, K Doshi, Y Yilmaz Sensors 22 (21), 8264, 2022 | 13 | 2022 |
Multi-task learning for video surveillance with limited data K Doshi, Y Yilmaz Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 12 | 2022 |
RAPID: Real-time anomaly-based preventive intrusion detection K Doshi, M Mozaffari, Y Yilmaz Proceedings of the ACM Workshop on Wireless Security and Machine Learning, 49-54, 2019 | 10 | 2019 |
Adversarial machine learning attacks against video anomaly detection systems F Mumcu, K Doshi, Y Yilmaz Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 8 | 2022 |
Zero-shot action recognition with transformer-based video semantic embedding K Doshi, Y Yilmaz Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 7 | 2023 |
Synthetic image augmentation for improved classification using generative adversarial networks K Doshi arXiv preprint arXiv:1907.13576, 2019 | 6 | 2019 |
Self-supervised learning for online anomaly detection in high-dimensional data streams M Mozaffari, K Doshi, Y Yilmaz Electronics 12 (9), 1971, 2023 | 5 | 2023 |